Dataset statistics
| Number of variables | 41 |
|---|---|
| Number of observations | 10005 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1965 |
| Duplicate rows (%) | 19.6% |
| Total size in memory | 1.9 MiB |
| Average record size in memory | 203.0 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 20 |
| Dataset has 1965 (19.6%) duplicate rows | Duplicates |
Sub channel_IBD is highly correlated with Sub channel_NACS | High correlation |
Sub channel_NACS is highly correlated with Sub channel_IBD | High correlation |
Sub channel_NACS is highly correlated with Sub channel_IBD | High correlation |
Sub channel_IBD is highly correlated with Sub channel_NACS | High correlation |
no_of_Redemption_12M_1 is highly skewed (γ1 = 52.12310105) | Skewed |
no_of_sales_12M_10K is highly skewed (γ1 = 36.02830336) | Skewed |
no_of_Redemption_12M_10K is highly skewed (γ1 = 42.62915028) | Skewed |
AUM is highly skewed (γ1 = 45.17108772) | Skewed |
sales_curr is highly skewed (γ1 = 27.7623075) | Skewed |
sales_12M is highly skewed (γ1 = 25.89467679) | Skewed |
redemption_curr is highly skewed (γ1 = -39.74234212) | Skewed |
redemption_12M is highly skewed (γ1 = -27.16514523) | Skewed |
no_of_sales_12M_1 has 5242 (52.4%) zeros | Zeros |
no_of_Redemption_12M_1 has 4644 (46.4%) zeros | Zeros |
no_of_sales_12M_10K has 7293 (72.9%) zeros | Zeros |
no_of_Redemption_12M_10K has 7029 (70.3%) zeros | Zeros |
no_of_funds_sold_12M_1 has 5242 (52.4%) zeros | Zeros |
no_of_funds_redeemed_12M_1 has 4644 (46.4%) zeros | Zeros |
no_of_fund_sales_12M_10K has 7293 (72.9%) zeros | Zeros |
no_of_funds_Redemption_12M_10K has 7029 (70.3%) zeros | Zeros |
no_of_assetclass_sold_12M_1 has 5242 (52.4%) zeros | Zeros |
no_of_assetclass_redeemed_12M_1 has 4644 (46.4%) zeros | Zeros |
no_of_assetclass_sales_12M_10K has 7293 (72.9%) zeros | Zeros |
No_of_fund_curr has 3822 (38.2%) zeros | Zeros |
No_of_asset_curr has 4426 (44.2%) zeros | Zeros |
AUM has 4989 (49.9%) zeros | Zeros |
sales_curr has 7580 (75.8%) zeros | Zeros |
sales_12M has 5248 (52.5%) zeros | Zeros |
redemption_curr has 7430 (74.3%) zeros | Zeros |
redemption_12M has 4628 (46.3%) zeros | Zeros |
new_Fund_added_12M has 7310 (73.1%) zeros | Zeros |
sales_2019 has 4935 (49.3%) zeros | Zeros |
new_fund_2019 has 7484 (74.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-13 10:51:25.454930 |
|---|---|
| Analysis finished | 2021-02-13 10:52:44.735945 |
| Duration | 1 minute and 19.28 seconds |
| Software version | pandas-profiling v2.10.1 |
| Download configuration | config.yaml |
| Distinct | 343 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.08215892 |
|---|---|
| Minimum | 0 |
| Maximum | 4395 |
| Zeros | 5242 |
| Zeros (%) | 52.4% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 8 |
| 95-th percentile | 88 |
| Maximum | 4395 |
| Range | 4395 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 98.44040858 |
|---|---|
| Coefficient of variation (CV) | 4.901883755 |
| Kurtosis | 608.0439242 |
| Mean | 20.08215892 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.30971489 |
| Sum | 200922 |
| Variance | 9690.514041 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5242 | |
| 1 | 671 | 6.7% |
| 2 | 413 | 4.1% |
| 3 | 325 | 3.2% |
| 4 | 244 | 2.4% |
| 5 | 210 | 2.1% |
| 6 | 145 | 1.4% |
| 7 | 139 | 1.4% |
| 12 | 135 | 1.3% |
| 9 | 133 | 1.3% |
| Other values (333) | 2348 |
| Value | Count | Frequency (%) |
| 0 | 5242 | |
| 1 | 671 | 6.7% |
| 2 | 413 | 4.1% |
| 3 | 325 | 3.2% |
| 4 | 244 | 2.4% |
| Value | Count | Frequency (%) |
| 4395 | 1 | |
| 3238 | 1 | |
| 2447 | 1 | |
| 1935 | 1 | |
| 1750 | 1 |
| Distinct | 338 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.97641179 |
|---|---|
| Minimum | 0 |
| Maximum | 12152 |
| Zeros | 4644 |
| Zeros (%) | 46.4% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 8 |
| 95-th percentile | 83 |
| Maximum | 12152 |
| Range | 12152 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 191.5516344 |
|---|---|
| Coefficient of variation (CV) | 9.131763633 |
| Kurtosis | 3201.595161 |
| Mean | 20.97641179 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 52.12310105 |
| Sum | 209869 |
| Variance | 36692.02863 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4644 | |
| 1 | 1002 | 10.0% |
| 2 | 554 | 5.5% |
| 3 | 384 | 3.8% |
| 4 | 290 | 2.9% |
| 5 | 250 | 2.5% |
| 6 | 193 | 1.9% |
| 7 | 147 | 1.5% |
| 8 | 137 | 1.4% |
| 9 | 129 | 1.3% |
| Other values (328) | 2275 |
| Value | Count | Frequency (%) |
| 0 | 4644 | |
| 1 | 1002 | 10.0% |
| 2 | 554 | 5.5% |
| 3 | 384 | 3.8% |
| 4 | 290 | 2.9% |
| Value | Count | Frequency (%) |
| 12152 | 1 | |
| 12073 | 1 | |
| 3939 | 1 | |
| 3250 | 1 | |
| 1547 | 1 |
| Distinct | 103 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.420089955 |
|---|---|
| Minimum | 0 |
| Maximum | 986 |
| Zeros | 7293 |
| Zeros (%) | 72.9% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 11 |
| Maximum | 986 |
| Range | 986 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 14.53480072 |
|---|---|
| Coefficient of variation (CV) | 6.005892753 |
| Kurtosis | 2165.850275 |
| Mean | 2.420089955 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 36.02830336 |
| Sum | 24213 |
| Variance | 211.260432 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7293 | |
| 1 | 807 | 8.1% |
| 2 | 466 | 4.7% |
| 3 | 241 | 2.4% |
| 4 | 183 | 1.8% |
| 5 | 149 | 1.5% |
| 6 | 100 | 1.0% |
| 7 | 85 | 0.8% |
| 9 | 61 | 0.6% |
| 8 | 59 | 0.6% |
| Other values (93) | 561 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 7293 | |
| 1 | 807 | 8.1% |
| 2 | 466 | 4.7% |
| 3 | 241 | 2.4% |
| 4 | 183 | 1.8% |
| Value | Count | Frequency (%) |
| 986 | 1 | |
| 330 | 1 | |
| 289 | 1 | |
| 217 | 1 | |
| 206 | 1 |
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.856371814 |
|---|---|
| Minimum | 0 |
| Maximum | 883 |
| Zeros | 7029 |
| Zeros (%) | 70.3% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 8 |
| Maximum | 883 |
| Range | 883 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 12.23370734 |
|---|---|
| Coefficient of variation (CV) | 6.590116939 |
| Kurtosis | 2775.260031 |
| Mean | 1.856371814 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.62915028 |
| Sum | 18573 |
| Variance | 149.6635952 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7029 | |
| 1 | 1149 | 11.5% |
| 2 | 529 | 5.3% |
| 3 | 295 | 2.9% |
| 4 | 175 | 1.7% |
| 5 | 136 | 1.4% |
| 6 | 90 | 0.9% |
| 7 | 74 | 0.7% |
| 8 | 71 | 0.7% |
| 9 | 61 | 0.6% |
| Other values (74) | 396 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 7029 | |
| 1 | 1149 | 11.5% |
| 2 | 529 | 5.3% |
| 3 | 295 | 2.9% |
| 4 | 175 | 1.7% |
| Value | Count | Frequency (%) |
| 883 | 1 | |
| 283 | 1 | |
| 282 | 1 | |
| 205 | 1 | |
| 182 | 1 |
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.35992004 |
|---|---|
| Minimum | 0 |
| Maximum | 32 |
| Zeros | 5242 |
| Zeros (%) | 52.4% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.379879674 |
|---|---|
| Coefficient of variation (CV) | 1.750014416 |
| Kurtosis | 15.74681138 |
| Mean | 1.35992004 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.242818486 |
| Sum | 13606 |
| Variance | 5.663827263 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5242 | |
| 1 | 1946 | 19.5% |
| 2 | 1045 | 10.4% |
| 3 | 591 | 5.9% |
| 4 | 365 | 3.6% |
| 5 | 213 | 2.1% |
| 6 | 178 | 1.8% |
| 7 | 110 | 1.1% |
| 8 | 70 | 0.7% |
| 9 | 64 | 0.6% |
| Other values (16) | 181 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 5242 | |
| 1 | 1946 | 19.5% |
| 2 | 1045 | 10.4% |
| 3 | 591 | 5.9% |
| 4 | 365 | 3.6% |
| Value | Count | Frequency (%) |
| 32 | 1 | |
| 27 | 1 | |
| 23 | 1 | |
| 22 | 2 | |
| 21 | 2 |
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.544327836 |
|---|---|
| Minimum | 0 |
| Maximum | 33 |
| Zeros | 4644 |
| Zeros (%) | 46.4% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.467776953 |
|---|---|
| Coefficient of variation (CV) | 1.597961842 |
| Kurtosis | 15.22035199 |
| Mean | 1.544327836 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.121370058 |
| Sum | 15451 |
| Variance | 6.089923091 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4644 | |
| 1 | 2062 | |
| 2 | 1254 | 12.5% |
| 3 | 676 | 6.8% |
| 4 | 450 | 4.5% |
| 5 | 271 | 2.7% |
| 6 | 196 | 2.0% |
| 7 | 113 | 1.1% |
| 8 | 76 | 0.8% |
| 9 | 65 | 0.6% |
| Other values (16) | 198 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 4644 | |
| 1 | 2062 | |
| 2 | 1254 | 12.5% |
| 3 | 676 | 6.8% |
| 4 | 450 | 4.5% |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 21 | 7 |
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5703148426 |
|---|---|
| Minimum | 0 |
| Maximum | 19 |
| Zeros | 7293 |
| Zeros (%) | 72.9% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.329913863 |
|---|---|
| Coefficient of variation (CV) | 2.331894181 |
| Kurtosis | 24.80068573 |
| Mean | 0.5703148426 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.098908602 |
| Sum | 5706 |
| Variance | 1.768670882 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7293 | |
| 1 | 1424 | 14.2% |
| 2 | 616 | 6.2% |
| 3 | 300 | 3.0% |
| 4 | 144 | 1.4% |
| 5 | 75 | 0.7% |
| 6 | 54 | 0.5% |
| 7 | 36 | 0.4% |
| 8 | 21 | 0.2% |
| 9 | 13 | 0.1% |
| Other values (7) | 29 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 7293 | |
| 1 | 1424 | 14.2% |
| 2 | 616 | 6.2% |
| 3 | 300 | 3.0% |
| 4 | 144 | 1.4% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 6 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.607896052 |
|---|---|
| Minimum | 0 |
| Maximum | 21 |
| Zeros | 7029 |
| Zeros (%) | 70.3% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.358727039 |
|---|---|
| Coefficient of variation (CV) | 2.235130553 |
| Kurtosis | 34.15335594 |
| Mean | 0.607896052 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.47196549 |
| Sum | 6082 |
| Variance | 1.846139166 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7029 | |
| 1 | 1630 | 16.3% |
| 2 | 645 | 6.4% |
| 3 | 284 | 2.8% |
| 4 | 197 | 2.0% |
| 5 | 81 | 0.8% |
| 6 | 56 | 0.6% |
| 7 | 30 | 0.3% |
| 8 | 13 | 0.1% |
| 10 | 11 | 0.1% |
| Other values (9) | 29 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 7029 | |
| 1 | 1630 | 16.3% |
| 2 | 645 | 6.4% |
| 3 | 284 | 2.8% |
| 4 | 197 | 2.0% |
| Value | Count | Frequency (%) |
| 21 | 2 | |
| 20 | 1 | |
| 17 | 2 | |
| 16 | 1 | |
| 15 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7862068966 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 5242 |
| Zeros (%) | 52.4% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.004771531 |
|---|---|
| Coefficient of variation (CV) | 1.277998877 |
| Kurtosis | 0.6534995107 |
| Mean | 0.7862068966 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.185360917 |
| Sum | 7866 |
| Variance | 1.009565829 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5242 | |
| 1 | 2615 | |
| 2 | 1336 | 13.4% |
| 3 | 677 | 6.8% |
| 4 | 127 | 1.3% |
| 5 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5242 | |
| 1 | 2615 | |
| 2 | 1336 | 13.4% |
| 3 | 677 | 6.8% |
| 4 | 127 | 1.3% |
| Value | Count | Frequency (%) |
| 5 | 8 | 0.1% |
| 4 | 127 | 1.3% |
| 3 | 677 | 6.8% |
| 2 | 1336 | |
| 1 | 2615 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9067466267 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 4644 |
| Zeros (%) | 46.4% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.046786108 |
|---|---|
| Coefficient of variation (CV) | 1.15444169 |
| Kurtosis | 0.1890241434 |
| Mean | 0.9067466267 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.9957527068 |
| Sum | 9072 |
| Variance | 1.095761156 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4644 | |
| 1 | 2805 | |
| 2 | 1585 | 15.8% |
| 3 | 795 | 7.9% |
| 4 | 168 | 1.7% |
| 5 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4644 | |
| 1 | 2805 | |
| 2 | 1585 | 15.8% |
| 3 | 795 | 7.9% |
| 4 | 168 | 1.7% |
| Value | Count | Frequency (%) |
| 5 | 8 | 0.1% |
| 4 | 168 | 1.7% |
| 3 | 795 | 7.9% |
| 2 | 1585 | |
| 1 | 2805 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3787106447 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 7293 |
| Zeros (%) | 72.9% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.709087734 |
|---|---|
| Coefficient of variation (CV) | 1.872373391 |
| Kurtosis | 4.297082837 |
| Mean | 0.3787106447 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.058515187 |
| Sum | 3789 |
| Variance | 0.5028054146 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7293 | |
| 1 | 1861 | 18.6% |
| 2 | 659 | 6.6% |
| 3 | 159 | 1.6% |
| 4 | 32 | 0.3% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7293 | |
| 1 | 1861 | 18.6% |
| 2 | 659 | 6.6% |
| 3 | 159 | 1.6% |
| 4 | 32 | 0.3% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 32 | 0.3% |
| 3 | 159 | 1.6% |
| 2 | 659 | 6.6% |
| 1 | 1861 |
no_of_assetclass_Redemption_12M_10K
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | |
| 3.0 | 212 |
| 4.0 | 36 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 30015 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 7029 | |
| 1.0 | 2012 | 20.1% |
| 2.0 | 716 | 7.2% |
| 3.0 | 212 | 2.1% |
| 4.0 | 36 | 0.4% |
| Value | Count | Frequency (%) |
| 0.0 | 7029 | |
| 1.0 | 2012 | 20.1% |
| 2.0 | 716 | 7.2% |
| 3.0 | 212 | 2.1% |
| 4.0 | 36 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17034 | |
| . | 10005 | |
| 1 | 2012 | 6.7% |
| 2 | 716 | 2.4% |
| 3 | 212 | 0.7% |
| 4 | 36 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20010 | |
| Other Punctuation | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 17034 | |
| 1 | 2012 | 10.1% |
| 2 | 716 | 3.6% |
| 3 | 212 | 1.1% |
| 4 | 36 | 0.2% |
| Value | Count | Frequency (%) |
| . | 10005 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 30015 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 17034 | |
| . | 10005 | |
| 1 | 2012 | 6.7% |
| 2 | 716 | 2.4% |
| 3 | 212 | 0.7% |
| 4 | 36 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30015 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 17034 | |
| . | 10005 | |
| 1 | 2012 | 6.7% |
| 2 | 716 | 2.4% |
| 3 | 212 | 0.7% |
| 4 | 36 | 0.1% |
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.144127936 |
|---|---|
| Minimum | 0 |
| Maximum | 32 |
| Zeros | 3822 |
| Zeros (%) | 38.2% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.136571619 |
|---|---|
| Coefficient of variation (CV) | 1.462865889 |
| Kurtosis | 9.284846655 |
| Mean | 2.144127936 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.565274298 |
| Sum | 21452 |
| Variance | 9.838081519 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3822 | |
| 1 | 2204 | |
| 2 | 1174 | 11.7% |
| 3 | 745 | 7.4% |
| 4 | 525 | 5.2% |
| 5 | 373 | 3.7% |
| 6 | 271 | 2.7% |
| 7 | 192 | 1.9% |
| 8 | 169 | 1.7% |
| 9 | 125 | 1.2% |
| Other values (20) | 405 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 3822 | |
| 1 | 2204 | |
| 2 | 1174 | 11.7% |
| 3 | 745 | 7.4% |
| 4 | 525 | 5.2% |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 3 | |
| 26 | 1 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.92003998 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 4426 |
| Zeros (%) | 44.2% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.042385999 |
|---|---|
| Coefficient of variation (CV) | 1.132979024 |
| Kurtosis | 0.7789258605 |
| Mean | 0.92003998 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.098522688 |
| Sum | 9205 |
| Variance | 1.086568571 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4426 | |
| 1 | 3099 | |
| 2 | 1595 | 15.9% |
| 3 | 656 | 6.6% |
| 4 | 199 | 2.0% |
| 5 | 28 | 0.3% |
| 6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 4426 | |
| 1 | 3099 | |
| 2 | 1595 | 15.9% |
| 3 | 656 | 6.6% |
| 4 | 199 | 2.0% |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 5 | 28 | 0.3% |
| 4 | 199 | 2.0% |
| 3 | 656 | |
| 2 | 1595 |
| Distinct | 4987 |
|---|---|
| Distinct (%) | 49.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 485000.2156 |
|---|---|
| Minimum | 0 |
| Maximum | 223241111.2 |
| Zeros | 4989 |
| Zeros (%) | 49.9% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 23.918116 |
| Q3 | 148411.4636 |
| 95-th percentile | 2144665.761 |
| Maximum | 223241111.2 |
| Range | 223241111.2 |
| Interquartile range (IQR) | 148411.4636 |
Descriptive statistics
| Standard deviation | 2993438.353 |
|---|---|
| Coefficient of variation (CV) | 6.172035098 |
| Kurtosis | 3129.769006 |
| Mean | 485000.2156 |
| Median Absolute Deviation (MAD) | 23.918116 |
| Skewness | 45.17108772 |
| Sum | 4852427157 |
| Variance | 8.960673173 × 1012 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4989 | |
| 25000 | 4 | < 0.1% |
| 100000 | 4 | < 0.1% |
| 50000 | 3 | < 0.1% |
| 10000 | 3 | < 0.1% |
| 15000 | 3 | < 0.1% |
| 6000 | 3 | < 0.1% |
| 9700 | 3 | < 0.1% |
| 200000 | 2 | < 0.1% |
| 9500 | 2 | < 0.1% |
| Other values (4977) | 4989 |
| Value | Count | Frequency (%) |
| 0 | 4989 | |
| 0.04 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 1.28 | 1 | < 0.1% |
| 1.485 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 223241111.2 | 1 | |
| 79736965.08 | 1 | |
| 37991686.2 | 1 | |
| 33271675.07 | 1 | |
| 32227317.4 | 1 |
| Distinct | 2315 |
|---|---|
| Distinct (%) | 23.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17293.53807 |
|---|---|
| Minimum | 0 |
| Maximum | 9639535 |
| Zeros | 7580 |
| Zeros (%) | 75.8% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 35000 |
| Maximum | 9639535 |
| Range | 9639535 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 194098.5023 |
|---|---|
| Coefficient of variation (CV) | 11.22375893 |
| Kurtosis | 991.702126 |
| Mean | 17293.53807 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.7623075 |
| Sum | 173021848.3 |
| Variance | 3.767422861 × 1010 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7580 | |
| 25000 | 7 | 0.1% |
| 35000 | 6 | 0.1% |
| 50 | 6 | 0.1% |
| 250 | 6 | 0.1% |
| 50000 | 5 | < 0.1% |
| 150 | 5 | < 0.1% |
| 100000 | 5 | < 0.1% |
| 10000 | 5 | < 0.1% |
| 300 | 4 | < 0.1% |
| Other values (2305) | 2376 | 23.7% |
| Value | Count | Frequency (%) |
| 0 | 7580 | |
| 0.51 | 1 | < 0.1% |
| 2.56 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4.777622 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9639535 | 1 | |
| 6119333.41 | 1 | |
| 6012961.99 | 1 | |
| 5273295.217 | 1 | |
| 5270473.645 | 1 |
| Distinct | 4622 |
|---|---|
| Distinct (%) | 46.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 173095.4214 |
|---|---|
| Minimum | 0 |
| Maximum | 54346496.96 |
| Zeros | 5248 |
| Zeros (%) | 52.5% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 31557.195 |
| 95-th percentile | 689511.4126 |
| Maximum | 54346496.96 |
| Range | 54346496.96 |
| Interquartile range (IQR) | 31557.195 |
Descriptive statistics
| Standard deviation | 1129623.71 |
|---|---|
| Coefficient of variation (CV) | 6.526017273 |
| Kurtosis | 1000.896648 |
| Mean | 173095.4214 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.89467679 |
| Sum | 1731819691 |
| Variance | 1.276049725 × 1012 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5248 | |
| 20000 | 14 | 0.1% |
| 25000 | 11 | 0.1% |
| 50000 | 10 | 0.1% |
| 10000 | 9 | 0.1% |
| 100000 | 8 | 0.1% |
| 5000 | 7 | 0.1% |
| 15000 | 6 | 0.1% |
| 35000 | 6 | 0.1% |
| 6000 | 6 | 0.1% |
| Other values (4612) | 4680 |
| Value | Count | Frequency (%) |
| 0 | 5248 | |
| 0.015 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.48 | 1 | < 0.1% |
| 1.06 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 54346496.96 | 1 | |
| 49288520.5 | 1 | |
| 29963424.5 | 1 | |
| 27510447 | 1 | |
| 17934270.48 | 1 |
| Distinct | 2447 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -18525.40367 |
|---|---|
| Minimum | -13208846.26 |
| Maximum | 447745.8104 |
| Zeros | 7430 |
| Zeros (%) | 74.3% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | -13208846.26 |
|---|---|
| 5-th percentile | -54530.12 |
| Q1 | -11.03 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 447745.8104 |
| Range | 13656592.07 |
| Interquartile range (IQR) | 11.03 |
Descriptive statistics
| Standard deviation | 196813.9931 |
|---|---|
| Coefficient of variation (CV) | -10.62400564 |
| Kurtosis | 2239.070837 |
| Mean | -18525.40367 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -39.74234212 |
| Sum | -185346663.7 |
| Variance | 3.873574789 × 1010 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7430 | |
| -15 | 16 | 0.2% |
| -30 | 10 | 0.1% |
| -1000 | 9 | 0.1% |
| -1500 | 8 | 0.1% |
| -500 | 8 | 0.1% |
| -2500 | 7 | 0.1% |
| -4000 | 6 | 0.1% |
| -5000 | 6 | 0.1% |
| -6000 | 5 | < 0.1% |
| Other values (2437) | 2500 | 25.0% |
| Value | Count | Frequency (%) |
| -13208846.26 | 1 | |
| -5664250.175 | 1 | |
| -5283473.5 | 1 | |
| -5244763.26 | 1 | |
| -4610505.08 | 1 |
| Value | Count | Frequency (%) |
| 447745.8104 | 1 | < 0.1% |
| 39.88 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0 | 7430 | |
| -0.01 | 1 | < 0.1% |
| Distinct | 5266 |
|---|---|
| Distinct (%) | 52.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -123897.3797 |
|---|---|
| Minimum | -46703684.94 |
| Maximum | 748167.23 |
| Zeros | 4628 |
| Zeros (%) | 46.3% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | -46703684.94 |
|---|---|
| 5-th percentile | -462443.614 |
| Q1 | -33331.9998 |
| median | -514.795 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 748167.23 |
| Range | 47451852.16 |
| Interquartile range (IQR) | 33331.9998 |
Descriptive statistics
| Standard deviation | 890215.0835 |
|---|---|
| Coefficient of variation (CV) | -7.185100167 |
| Kurtosis | 1058.102763 |
| Mean | -123897.3797 |
| Median Absolute Deviation (MAD) | 514.795 |
| Skewness | -27.16514523 |
| Sum | -1239593284 |
| Variance | 7.924828949 × 1011 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4628 | |
| -15 | 10 | 0.1% |
| -10000 | 10 | 0.1% |
| -30 | 9 | 0.1% |
| -20000 | 6 | 0.1% |
| -3000 | 6 | 0.1% |
| -50000 | 5 | < 0.1% |
| -500 | 5 | < 0.1% |
| -4000 | 5 | < 0.1% |
| -5000 | 5 | < 0.1% |
| Other values (5256) | 5316 |
| Value | Count | Frequency (%) |
| -46703684.94 | 1 | |
| -30732377.97 | 1 | |
| -25230422.69 | 1 | |
| -20268146.98 | 1 | |
| -19437733.32 | 1 |
| Value | Count | Frequency (%) |
| 748167.23 | 1 | < 0.1% |
| 196805 | 1 | < 0.1% |
| 61307.27835 | 1 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| 0 | 4628 |
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4925537231 |
|---|---|
| Minimum | 0 |
| Maximum | 16 |
| Zeros | 7310 |
| Zeros (%) | 73.1% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.199372389 |
|---|---|
| Coefficient of variation (CV) | 2.43500827 |
| Kurtosis | 34.28015658 |
| Mean | 0.4925537231 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.88793048 |
| Sum | 4928 |
| Variance | 1.438494128 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7310 | |
| 1 | 1690 | 16.9% |
| 2 | 547 | 5.5% |
| 3 | 230 | 2.3% |
| 4 | 72 | 0.7% |
| 5 | 50 | 0.5% |
| 6 | 23 | 0.2% |
| 7 | 20 | 0.2% |
| 9 | 18 | 0.2% |
| 10 | 15 | 0.1% |
| Other values (6) | 30 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 7310 | |
| 1 | 1690 | 16.9% |
| 2 | 547 | 5.5% |
| 3 | 230 | 2.3% |
| 4 | 72 | 0.7% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 14 | 3 | |
| 13 | 3 | |
| 12 | 6 | |
| 11 | 7 |
| Distinct | 4911 |
|---|---|
| Distinct (%) | 49.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 214009.8062 |
|---|---|
| Minimum | 0 |
| Maximum | 48676376.97 |
| Zeros | 4935 |
| Zeros (%) | 49.3% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 89.89 |
| Q3 | 45279.95 |
| 95-th percentile | 910365.526 |
| Maximum | 48676376.97 |
| Range | 48676376.97 |
| Interquartile range (IQR) | 45279.95 |
Descriptive statistics
| Standard deviation | 1155078.948 |
|---|---|
| Coefficient of variation (CV) | 5.397317855 |
| Kurtosis | 482.3381763 |
| Mean | 214009.8062 |
| Median Absolute Deviation (MAD) | 89.89 |
| Skewness | 17.32606132 |
| Sum | 2141168111 |
| Variance | 1.334207376 × 1012 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4935 | |
| 25000 | 17 | 0.2% |
| 50000 | 11 | 0.1% |
| 20000 | 9 | 0.1% |
| 10000 | 7 | 0.1% |
| 125000 | 6 | 0.1% |
| 100000 | 6 | 0.1% |
| 40000 | 6 | 0.1% |
| 5000 | 6 | 0.1% |
| 75000 | 5 | < 0.1% |
| Other values (4901) | 4997 |
| Value | Count | Frequency (%) |
| 0 | 4935 | |
| 0.01 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.42 | 1 | < 0.1% |
| 0.855 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 48676376.97 | 1 | |
| 31360821.6 | 1 | |
| 28091393.74 | 1 | |
| 26884452.7 | 1 | |
| 19140606.52 | 1 |
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4349825087 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 7484 |
| Zeros (%) | 74.8% |
| Memory size | 156.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.111216312 |
|---|---|
| Coefficient of variation (CV) | 2.554622978 |
| Kurtosis | 47.68455821 |
| Mean | 0.4349825087 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.572591958 |
| Sum | 4352 |
| Variance | 1.234801692 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7484 | |
| 1 | 1687 | 16.9% |
| 2 | 461 | 4.6% |
| 3 | 184 | 1.8% |
| 4 | 75 | 0.7% |
| 5 | 32 | 0.3% |
| 6 | 18 | 0.2% |
| 10 | 12 | 0.1% |
| 11 | 11 | 0.1% |
| 8 | 11 | 0.1% |
| Other values (6) | 30 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 7484 | |
| 1 | 1687 | 16.9% |
| 2 | 461 | 4.6% |
| 3 | 184 | 1.8% |
| 4 | 75 | 0.7% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 5 | |
| 11 | 11 |
Channel_Asset Manager
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 48 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9957 | |
| 1 | 48 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 9957 | |
| 1 | 48 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9957 | |
| 1 | 48 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9957 | |
| 1 | 48 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9957 | |
| 1 | 48 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9957 | |
| 1 | 48 | 0.5% |
Channel_Bank/Trust
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 181 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9824 | |
| 1 | 181 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 9824 | |
| 1 | 181 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9824 | |
| 1 | 181 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9824 | |
| 1 | 181 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9824 | |
| 1 | 181 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9824 | |
| 1 | 181 | 1.8% |
Channel_Discount
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 19 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9986 | |
| 1 | 19 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 9986 | |
| 1 | 19 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9986 | |
| 1 | 19 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9986 | |
| 1 | 19 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9986 | |
| 1 | 19 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9986 | |
| 1 | 19 | 0.2% |
Channel_Dual
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 476 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9529 | |
| 1 | 476 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 9529 | |
| 1 | 476 | 4.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9529 | |
| 1 | 476 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9529 | |
| 1 | 476 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9529 | |
| 1 | 476 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9529 | |
| 1 | 476 | 4.8% |
Channel_Fee-Based Adviser
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 240 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9765 | |
| 1 | 240 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 9765 | |
| 1 | 240 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9765 | |
| 1 | 240 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9765 | |
| 1 | 240 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9765 | |
| 1 | 240 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9765 | |
| 1 | 240 | 2.4% |
Channel_Independent Dealer
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 1 | 6942 | |
| 0 | 3063 |
| Value | Count | Frequency (%) |
| 1 | 6942 | |
| 0 | 3063 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6942 | |
| 0 | 3063 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 6942 | |
| 0 | 3063 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 6942 | |
| 0 | 3063 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 6942 | |
| 0 | 3063 |
Channel_International Outlet
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 7 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Channel_Low/Non Producer
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 10004 | |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 10004 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10004 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 10004 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 10004 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 10004 | |
| 1 | 1 | < 0.1% |
Channel_National Broker-Dealer
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7974 | |
| 1 | 2031 | 20.3% |
| Value | Count | Frequency (%) |
| 0 | 7974 | |
| 1 | 2031 | 20.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7974 | |
| 1 | 2031 | 20.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7974 | |
| 1 | 2031 | 20.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7974 | |
| 1 | 2031 | 20.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7974 | |
| 1 | 2031 | 20.3% |
Channel_Networker
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 11 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9994 | |
| 1 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9994 | |
| 1 | 11 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9994 | |
| 1 | 11 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9994 | |
| 1 | 11 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9994 | |
| 1 | 11 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9994 | |
| 1 | 11 | 0.1% |
Channel_Private Client Group
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 49 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9956 | |
| 1 | 49 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 9956 | |
| 1 | 49 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9956 | |
| 1 | 49 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9956 | |
| 1 | 49 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9956 | |
| 1 | 49 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9956 | |
| 1 | 49 | 0.5% |
Sub channel_Affiliated
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 7 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9998 | |
| 1 | 7 | 0.1% |
Sub channel_DCIO
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Sub channel_Global
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 1 | 6679 | |
| 0 | 3326 |
| Value | Count | Frequency (%) |
| 1 | 6679 | |
| 0 | 3326 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6679 | |
| 0 | 3326 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 6679 | |
| 0 | 3326 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 6679 | |
| 0 | 3326 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 6679 | |
| 0 | 3326 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 6930 | |
| 1 | 3075 |
| Value | Count | Frequency (%) |
| 0 | 6930 | |
| 1 | 3075 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6930 | |
| 1 | 3075 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 6930 | |
| 1 | 3075 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 6930 | |
| 1 | 3075 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 6930 | |
| 1 | 3075 |
Sub channel_Other
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 10002 | |
| 1 | 3 | < 0.1% |
Sub channel_RIA
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 219 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 0 | 9786 | |
| 1 | 219 | 2.2% |
| Value | Count | Frequency (%) |
| 0 | 9786 | |
| 1 | 219 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9786 | |
| 1 | 219 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9786 | |
| 1 | 219 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9786 | |
| 1 | 219 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9786 | |
| 1 | 219 | 2.2% |
Sub channel_USBT
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 0 | |
|---|---|
| 1 | 16 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10005 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9989 | |
| 1 | 16 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 9989 | |
| 1 | 16 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9989 | |
| 1 | 16 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10005 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9989 | |
| 1 | 16 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10005 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9989 | |
| 1 | 16 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10005 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9989 | |
| 1 | 16 | 0.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| no_of_sales_12M_1 | no_of_Redemption_12M_1 | no_of_sales_12M_10K | no_of_Redemption_12M_10K | no_of_funds_sold_12M_1 | no_of_funds_redeemed_12M_1 | no_of_fund_sales_12M_10K | no_of_funds_Redemption_12M_10K | no_of_assetclass_sold_12M_1 | no_of_assetclass_redeemed_12M_1 | no_of_assetclass_sales_12M_10K | no_of_assetclass_Redemption_12M_10K | No_of_fund_curr | No_of_asset_curr | AUM | sales_curr | sales_12M | redemption_curr | redemption_12M | new_Fund_added_12M | sales_2019 | new_fund_2019 | Channel_Asset Manager | Channel_Bank/Trust | Channel_Discount | Channel_Dual | Channel_Fee-Based Adviser | Channel_Independent Dealer | Channel_International Outlet | Channel_Low/Non Producer | Channel_National Broker-Dealer | Channel_Networker | Channel_Private Client Group | Sub channel_Affiliated | Sub channel_DCIO | Sub channel_Global | Sub channel_IBD | Sub channel_NACS | Sub channel_Other | Sub channel_RIA | Sub channel_USBT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 21.0 | 38.0 | 0.0 | 1.0 | 5.0 | 5.0 | 0.0 | 1.0 | 2.0 | 2.0 | 0.0 | 1.0 | 8.0 | 1.0 | 237480.11 | 250.00 | 19682.000 | -1496.745 | -102496.165000 | 0.0 | 18633.105 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 19629.00 | 0.00 | 0.000 | 0.000 | 0.000000 | 0.0 | 0.000 | 0.0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1758.70 | 0.00 | 0.000 | 0.000 | 0.000000 | 0.0 | 0.000 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 3 | 20.0 | 0.0 | 2.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 57943.00 | 5459.00 | 52484.000 | 0.000 | 0.000000 | 1.0 | 93212.000 | 1.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 0.000 | 0.000 | 0.000000 | 0.0 | 0.000 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 5 | 71.0 | 55.0 | 20.0 | 4.0 | 7.0 | 7.0 | 6.0 | 4.0 | 2.0 | 2.0 | 2.0 | 2.0 | 12.0 | 2.0 | 0.00 | 46936.63 | 1274249.925 | -18231.645 | -178484.290000 | 2.0 | 467693.045 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 6 | 16.0 | 16.0 | 2.0 | 0.0 | 5.0 | 5.0 | 2.0 | 0.0 | 3.0 | 3.0 | 1.0 | 0.0 | 20.0 | 4.0 | 2649249.57 | 0.00 | 175442.490 | -20488.060 | -56948.290000 | 2.0 | 106907.080 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 7 | 6.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 5.0 | 1.0 | 0.00 | 0.00 | 9737.110 | 0.000 | 0.000000 | 0.0 | 2971.720 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 8 | 5.0 | 4.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.00 | 10060.800 | 0.000 | -6752.526579 | 0.0 | 0.000 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 9 | 1.0 | 4.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 3.0 | 0.0 | 0.00 | 0.00 | 981.870 | -14232.470 | -62091.950000 | 1.0 | 10000.000 | 1.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Last rows
| no_of_sales_12M_1 | no_of_Redemption_12M_1 | no_of_sales_12M_10K | no_of_Redemption_12M_10K | no_of_funds_sold_12M_1 | no_of_funds_redeemed_12M_1 | no_of_fund_sales_12M_10K | no_of_funds_Redemption_12M_10K | no_of_assetclass_sold_12M_1 | no_of_assetclass_redeemed_12M_1 | no_of_assetclass_sales_12M_10K | no_of_assetclass_Redemption_12M_10K | No_of_fund_curr | No_of_asset_curr | AUM | sales_curr | sales_12M | redemption_curr | redemption_12M | new_Fund_added_12M | sales_2019 | new_fund_2019 | Channel_Asset Manager | Channel_Bank/Trust | Channel_Discount | Channel_Dual | Channel_Fee-Based Adviser | Channel_Independent Dealer | Channel_International Outlet | Channel_Low/Non Producer | Channel_National Broker-Dealer | Channel_Networker | Channel_Private Client Group | Sub channel_Affiliated | Sub channel_DCIO | Sub channel_Global | Sub channel_IBD | Sub channel_NACS | Sub channel_Other | Sub channel_RIA | Sub channel_USBT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9995 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000000e+00 | 0.0 | 0.0000 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 9996 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000000e+00 | 0.0 | 0.0000 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 9997 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 1.0 | 3.0 | 3.0 | 130553.620 | 0.000 | 23996.160 | -1500.000 | -2.411757e+04 | 0.0 | 43022.9600 | 1.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 9998 | 8.0 | 5.0 | 7.0 | 1.0 | 4.0 | 3.0 | 4.0 | 1.0 | 3.0 | 2.0 | 3.0 | 1.0 | 8.0 | 2.0 | 0.000 | 15996.995 | 742943.985 | -1803.990 | -2.174908e+04 | 1.0 | 667137.6671 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 9999 | 10.0 | 45.0 | 1.0 | 0.0 | 3.0 | 2.0 | 1.0 | 0.0 | 3.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.000 | 1303.230 | 25421.350 | -424.380 | -9.747835e+03 | 2.0 | 11930.3850 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 10000 | 12.0 | 35.0 | 7.0 | 28.0 | 3.0 | 4.0 | 3.0 | 4.0 | 2.0 | 3.0 | 2.0 | 3.0 | 8.0 | 3.0 | 430089.060 | 154026.280 | 208075.030 | -155432.540 | -1.701681e+06 | 0.0 | 914411.0600 | 4.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 10001 | 85.0 | 64.0 | 1.0 | 0.0 | 7.0 | 4.0 | 1.0 | 0.0 | 3.0 | 3.0 | 1.0 | 0.0 | 4.0 | 3.0 | 170204.585 | 12611.290 | 165413.245 | -8412.380 | -4.004700e+04 | 6.0 | 540906.0000 | 4.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 10002 | 18.0 | 39.0 | 5.0 | 3.0 | 4.0 | 4.0 | 2.0 | 3.0 | 2.0 | 2.0 | 1.0 | 1.0 | 3.0 | 1.0 | 0.000 | 0.000 | 226534.495 | -288519.215 | -1.657505e+05 | 3.0 | 122282.9700 | 3.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
| 10003 | 34.0 | 51.0 | 5.0 | 8.0 | 16.0 | 20.0 | 3.0 | 8.0 | 5.0 | 5.0 | 3.0 | 3.0 | 8.0 | 1.0 | 0.000 | 6634.500 | 201014.070 | -8216.830 | -3.298782e+05 | 8.0 | 207464.2900 | 0.0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 10004 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000000e+00 | 0.0 | 0.0000 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
Most frequent
| no_of_sales_12M_1 | no_of_Redemption_12M_1 | no_of_sales_12M_10K | no_of_Redemption_12M_10K | no_of_funds_sold_12M_1 | no_of_funds_redeemed_12M_1 | no_of_fund_sales_12M_10K | no_of_funds_Redemption_12M_10K | no_of_assetclass_sold_12M_1 | no_of_assetclass_redeemed_12M_1 | no_of_assetclass_sales_12M_10K | no_of_assetclass_Redemption_12M_10K | No_of_fund_curr | No_of_asset_curr | AUM | sales_curr | sales_12M | redemption_curr | redemption_12M | new_Fund_added_12M | sales_2019 | new_fund_2019 | Channel_Asset Manager | Channel_Bank/Trust | Channel_Discount | Channel_Dual | Channel_Fee-Based Adviser | Channel_Independent Dealer | Channel_International Outlet | Channel_Low/Non Producer | Channel_National Broker-Dealer | Channel_Networker | Channel_Private Client Group | Sub channel_Affiliated | Sub channel_DCIO | Sub channel_Global | Sub channel_IBD | Sub channel_NACS | Sub channel_Other | Sub channel_RIA | Sub channel_USBT | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1122 |
| 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 185 |
| 10 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 105 |
| 4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 91 |
| 26 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 79 |
| 33 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 56 |
| 8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 46 |
| 13 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 34 |
| 7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 32 |
| 24 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 21 |